VOL. 15 · NO. 2 | June 2021
 
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Frontmatter
Ann. Appl. Stat. 15 (2), (June 2021)
No abstract available
Ann. Appl. Stat. 15 (2), (June 2021)
No abstract available
Articles
Parker H. Holzer, Jessi Cisewski-Kehe, Debra Fischer, Lily Zhao
Ann. Appl. Stat. 15 (2), 527-555, (June 2021) DOI: 10.1214/20-AOAS1406
KEYWORDS: Exoplanets, Hermite–Gaussian functions, Linear regression, Astrostatistics, Doppler effect
Philip A. White, Durban G. Keeler, Summer Rupper
Ann. Appl. Stat. 15 (2), 556-571, (June 2021) DOI: 10.1214/21-AOAS1443
KEYWORDS: Bayesian statistics, Gaussian process, Monotonic regression, spatial statistics, Spline
Arnab Hazra, Raphaël Huser
Ann. Appl. Stat. 15 (2), 572-596, (June 2021) DOI: 10.1214/20-AOAS1418
KEYWORDS: Bayesian inference, Dirichlet process mixture model, extreme event, low-rank method, Nonstationary mean, covariance and tail dependence, sea surface temperature data, Student’s t process
Trygve Olav Fossum, Cédric Travelletti, Jo Eidsvik, David Ginsbourger, Kanna Rajan
Ann. Appl. Stat. 15 (2), 597-618, (June 2021) DOI: 10.1214/21-AOAS1451
KEYWORDS: Excursion sets, Gaussian processes, Experimental design, autonomous robots, ocean sampling, adaptive information gathering
Min Ho Cho, Sebastian Kurtek, Steven N. MacEachern
Ann. Appl. Stat. 15 (2), 619-637, (June 2021) DOI: 10.1214/21-AOAS1452
KEYWORDS: Dimension reduction, LDA, pairwise classification, projection point, QDA, registration
Bruce Wang, Timothy Sudijono, Henry Kirveslahti, Tingran Gao, Douglas M. Boyer, Sayan Mukherjee, Lorin Crawford
Ann. Appl. Stat. 15 (2), 638-661, (June 2021) DOI: 10.1214/20-AOAS1430
KEYWORDS: 3D image analysis, centrality measures, topological data analysis, Gaussian processes, evolutionary biology, Phylogenetics
Shiyuan He, Zhenfeng Lin, Wenlong Yuan, Lucas M. Macri, Jianhua Z. Huang
Ann. Appl. Stat. 15 (2), 662-687, (June 2021) DOI: 10.1214/21-AOAS1440
KEYWORDS: variational inference, hierarchical Bayesian modeling, Astrostatistics, Mira variables
Kyle P. Messier, Matthias Katzfuss
Ann. Appl. Stat. 15 (2), 688-710, (June 2021) DOI: 10.1214/20-AOAS1422
KEYWORDS: General Vecchia approximation, spatial statistics, Gaussian process, Variable selection, Air pollution, kriging
Hannah M. Director, Adrian E. Raftery, Cecilia M. Bitz
Ann. Appl. Stat. 15 (2), 711-726, (June 2021) DOI: 10.1214/20-AOAS1405
KEYWORDS: Spatiotemporal, Climate change, forecasting, postprocessing, mixtures
Christian Capezza, Biagio Palumbo, Yannig Goude, Simon N. Wood, Matteo Fasiolo
Ann. Appl. Stat. 15 (2), 727-746, (June 2021) DOI: 10.1214/20-AOAS1417
KEYWORDS: Electricity demand forecasting, probabilistic forecast, regression stacking, Ensemble methods, generalised additive models
Shuxi Zeng, Stacy Rosenbaum, Susan C. Alberts, Elizabeth A. Archie, Fan Li
Ann. Appl. Stat. 15 (2), 747-767, (June 2021) DOI: 10.1214/20-AOAS1427
KEYWORDS: Causal inference, functional principal component analysis, mediation, longitudinal data, sparse and irregular data
Yang Yang, Chunlin Ji, Ke Deng
Ann. Appl. Stat. 15 (2), 768-796, (June 2021) DOI: 10.1214/20-AOAS1426
KEYWORDS: Design of metamaterials, multitarget design, response surface learning, design of computer experiments, Bayesian optimization
Devin Johnson, Noel Pelland, Jeremy Sterling
Ann. Appl. Stat. 15 (2), 797-812, (June 2021) DOI: 10.1214/20-AOAS1408
KEYWORDS: Animal telemetry, semi-Markov model, movement model, multiple imputation, Northern fur seal
Guohui Wu, Scott H. Holan, Alexis Avril, Jonas Waldenström
Ann. Appl. Stat. 15 (2), 813-830, (June 2021) DOI: 10.1214/20-AOAS1421
KEYWORDS: capture–recapture, individual heterogeneity, low-rank thin-plate splines, Ornstein–Uhlenbeck process, stopover duration analysis
Rong Zhang, Zhao Ren, Juan C. Celedón, Wei Chen
Ann. Appl. Stat. 15 (2), 831-855, (June 2021) DOI: 10.1214/20-AOAS1413
KEYWORDS: Poisson graphical model, asthma genomics, RNA-seq data, asymptotic normality, bias correction, multiple testing
Thomas E. Bartlett, Ioannis Kosmidis, Ricardo Silva
Ann. Appl. Stat. 15 (2), 856-879, (June 2021) DOI: 10.1214/20-AOAS1416
KEYWORDS: Bayesian inference, sparse statistical models, Time-varying networks, genomic networks
Xiuyu Ma, Keegan Korthauer, Christina Kendziorski, Michael A. Newton
Ann. Appl. Stat. 15 (2), 880-901, (June 2021) DOI: 10.1214/20-AOAS1423
KEYWORDS: local false discovery rate, mixture model, Empirical Bayes, clustering, double Dirichlet mixture
Robert Jernigan, Kejue Jia, Zhao Ren, Wen Zhou
Ann. Appl. Stat. 15 (2), 902-924, (June 2021) DOI: 10.1214/20-AOAS1431
KEYWORDS: Collective dependence, False discovery rate, information theoretic measure, multiple testing, protein coevolution, structural biology
Shai He, Aaron Schein, Vishal Sarsani, Patrick Flaherty
Ann. Appl. Stat. 15 (2), 925-951, (June 2021) DOI: 10.1214/20-AOAS1434
KEYWORDS: Bayesian nonparametric, augment-and-marginalize, tumor heterogeneity, Dirichlet process mixture, DNA sequencing
Marie Morvan, Emilie Devijver, Madison Giacofci, Valérie Monbet
Ann. Appl. Stat. 15 (2), 952-970, (June 2021) DOI: 10.1214/20-AOAS1409
KEYWORDS: Mixture regression model, prediction, Variable selection, heterogeneous data, spectrometry data
Paul Bastide, Lam Si Tung Ho, Guy Baele, Philippe Lemey, Marc A. Suchard
Ann. Appl. Stat. 15 (2), 971-997, (June 2021) DOI: 10.1214/20-AOAS1419
KEYWORDS: statistical phylogenetics, phylodynamics, Ornstein–Uhlenbeck process, Bayesian inference, Hamiltonian Monte Carlo, Model selection, BEAST, heritability, HIV, Musteloidea, total evidence
Aaron J. Molstad, Wei Sun, Li Hsu
Ann. Appl. Stat. 15 (2), 998-1016, (June 2021) DOI: 10.1214/20-AOAS1432
KEYWORDS: Transcriptome-wide association studies, multivariate regression, expression quantitative trait loci, multitissue integrative analysis, GTEx
Shuchismita Sarkar, Volodymyr Melnykov, Xuwen Zhu
Ann. Appl. Stat. 15 (2), 1017-1036, (June 2021) DOI: 10.1214/20-AOAS1420
KEYWORDS: Faculty salary data, Mixture models, cluster analysis, tensor data
Chris Glynn, Thomas H. Byrne, Dennis P. Culhane
Ann. Appl. Stat. 15 (2), 1037-1053, (June 2021) DOI: 10.1214/20-AOAS1414
KEYWORDS: Homelessness, housing affordability, Bayesian hierarchical model, random partition model, Ewens–Pitman attraction
Alexander C. McLain, Siyuan Guo, Marie Thoma, Jiajia Zhang
Ann. Appl. Stat. 15 (2), 1054-1067, (June 2021) DOI: 10.1214/20-AOAS1428
KEYWORDS: Cross-sectional data, infertility, length-biased survival, semicompeting risks
Andreea L. Erciulescu, Jean D. Opsomer, F. Jay Breidt
Ann. Appl. Stat. 15 (2), 1068-1079, (June 2021) DOI: 10.1214/20-AOAS1437
KEYWORDS: combining data, disaggregation, fishing participation, hierarchical Bayes
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